


"""simple docstring"""



import string

# frequency taken from https://en.wikipedia.org/wiki/Letter_frequency
lowercase_							=							{
    'E': 12.70,
    'T': 9.06,
    'A': 8.17,
    'O': 7.51,
    'I': 6.97,
    'N': 6.75,
    'S': 6.33,
    'H': 6.09,
    'R': 5.99,
    'D': 4.25,
    'L': 4.03,
    'C': 2.78,
    'U': 2.76,
    'M': 2.41,
    'W': 2.36,
    'F': 2.23,
    'G': 2.02,
    'Y': 1.97,
    'P': 1.93,
    'B': 1.29,
    'V': 0.98,
    'K': 0.77,
    'J': 0.15,
    'X': 0.15,
    'Q': 0.10,
    'Z': 0.07,
}
lowercase_							=							'ETAOINSHRDLCUMWFGYPBVKJXQZ'
lowercase_							=							'ABCDEFGHIJKLMNOPQRSTUVWXYZ'
def      UpperCAmelCase     (       _lowercase :   str	)						-> dict[str, int]:


	"""simple docstring"""




	lowerCAmelCase_      							=			{letter: 0 for letter in string.ascii_uppercase}
	for letter in message.upper():
		if letter in LETTERS:
			letter_count[letter] += 1

	return letter_count
def      UpperCAmelCase     (       _lowercase :   tuple	)						-> str:


	"""simple docstring"""




	return x[0]
def      UpperCAmelCase     (       _lowercase :   str	)						-> str:


	"""simple docstring"""




	lowerCAmelCase_      							=			get_letter_count(_lowercase	)
	lowerCAmelCase_      							=			{
	    freq: [] for letter, freq in letter_to_freq.items()
	}
	for letter in LETTERS:
		freq_to_letter[letter_to_freq[letter]].append(_lowercase	)

	lowerCAmelCase_      							=			{}

	for freq in freq_to_letter:
		freq_to_letter[freq].sort(key=ETAOIN.find			,   reverse=_lowercase	)
		lowerCAmelCase_      							=			''''''.join(freq_to_letter[freq]	)

	lowerCAmelCase_      							=			list(freq_to_letter_str.items()	)
	freq_pairs.sort(key=_lowercase			,   reverse=_lowercase	)

	lowerCAmelCase_      							=			[freq_pair[1] for freq_pair in freq_pairs]

	return "".join(_lowercase	)
def      UpperCAmelCase     (       _lowercase :   str	)						-> int:


	"""simple docstring"""




	lowerCAmelCase_      							=			get_frequency_order(_lowercase	)
	lowerCAmelCase_      							=			0
	for common_letter in ETAOIN[:6]:
		if common_letter in freq_order[:6]:
			match_score += 1

	for uncommon_letter in ETAOIN[-6:]:
		if uncommon_letter in freq_order[-6:]:
			match_score += 1

	return match_score


if __name__ == "__main__":
		import doctest

		doctest.testmod()



"""simple docstring"""



import json
import os
import unittest

from transformers.models.gptsan_japanese.tokenization_gptsan_japanese import (
    VOCAB_FILES_NAMES,
    GPTSanJapaneseTokenizer,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin







@require_tokenizers
class    __a						( __snake_case					,			unittest.TestCase							):
				lowerCamelCase     :       Any			       =GPTSanJapaneseTokenizer
				lowerCamelCase     :       List[str]			       =False
				lowerCamelCase     :       List[str]			       ={'do_clean_text': False, 'add_prefix_space': False}







				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					super().setUp()

					# fmt: off
					lowerCAmelCase_      							=			['''こん''', '''こんに''', '''にちは''', '''ばんは''', '''世界,㔺界''', '''、''', '''。''', '''<BR>''', '''<SP>''', '''<TAB>''', '''<URL>''', '''<EMAIL>''', '''<TEL>''', '''<DATE>''', '''<PRICE>''', '''<BLOCK>''', '''<KIGOU>''', '''<U2000U2BFF>''', '''<|emoji1|>''', '''<unk>''', '''<|bagoftoken|>''', '''<|endoftext|>''']
					# fmt: on
					lowerCAmelCase_      							=			{'''emoji''': {'''\ud83d\ude00''': '''<|emoji1|>'''}, '''emoji_inv''': {'''<|emoji1|>''': '''\ud83d\ude00'''}}  # 😀
					lowerCAmelCase_      							=			{'''unk_token''': '''<unk>'''}

					lowerCAmelCase_      							=			os.path.join(self.tmpdirname      ,	VOCAB_FILES_NAMES['''vocab_file''']   )
					lowerCAmelCase_      							=			os.path.join(self.tmpdirname      ,	VOCAB_FILES_NAMES['''emoji_file''']   )
					with open(self.vocab_file      ,	'''w'''      ,	encoding='''utf-8'''   ) as vocab_writer:
						vocab_writer.write(''''''.join([x + '''\n''' for x in vocab_tokens]   )   )
					with open(self.emoji_file      ,	'''w'''   ) as emoji_writer:
						emoji_writer.write(json.dumps(UpperCAmelCase   )   )







				def      lowerCamelCase_     ( self      ,	**UpperCAmelCase   ):

					'''simple docstring'''






					kwargs.update(self.special_tokens_map   )
					return GPTSanJapaneseTokenizer.from_pretrained(self.tmpdirname      ,	**UpperCAmelCase   )







				def      lowerCamelCase_     ( self      ,	UpperCAmelCase   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			'''こんにちは、世界。 \nこんばんは、㔺界。😀'''
					lowerCAmelCase_      							=			'''こんにちは、世界。 \nこんばんは、世界。😀'''
					return input_text, output_text







				def      lowerCamelCase_     ( self      ,	UpperCAmelCase   ):

					'''simple docstring'''






					lowerCAmelCase_							,	lowerCAmelCase_      							=			self.get_input_output_texts(UpperCAmelCase   )
					lowerCAmelCase_      							=			tokenizer.encode(UpperCAmelCase      ,	add_special_tokens=UpperCAmelCase   )
					lowerCAmelCase_      							=			tokenizer.decode(UpperCAmelCase      ,	clean_up_tokenization_spaces=UpperCAmelCase   )
					return text, ids







				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					pass  # TODO add if relevant







				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					pass  # TODO add if relevant







				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					pass  # TODO add if relevant







				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			self.get_tokenizer()

					# Testing tokenization
					lowerCAmelCase_      							=			'''こんにちは、世界。　こんばんは、㔺界。'''
					lowerCAmelCase_      							=			['''こん''', '''にちは''', '''、''', '''世界''', '''。''', '''<SP>''', '''こん''', '''ばんは''', '''、''', '''㔺界''', '''。''']
					lowerCAmelCase_      							=			tokenizer.tokenize(UpperCAmelCase   )
					self.assertListEqual(UpperCAmelCase      ,	UpperCAmelCase   )

					# Testing conversion to ids without special tokens
					lowerCAmelCase_      							=			[0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6]
					lowerCAmelCase_      							=			tokenizer.convert_tokens_to_ids(UpperCAmelCase   )
					self.assertListEqual(UpperCAmelCase      ,	UpperCAmelCase   )

					# Testing conversion to ids with special tokens
					lowerCAmelCase_      							=			tokens + [tokenizer.unk_token]
					lowerCAmelCase_      							=			[0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6, 19]
					lowerCAmelCase_      							=			tokenizer.convert_tokens_to_ids(UpperCAmelCase   )
					self.assertListEqual(UpperCAmelCase      ,	UpperCAmelCase   )







				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			self.get_tokenizer()

					# Testing tokenization
					lowerCAmelCase_      							=			'''こんにちは、<|bagoftoken|>世界。こんばんは、<|bagoftoken|>㔺界。'''
					lowerCAmelCase_      							=			'''こんにちは、、、、世界。こんばんは、、、、世界。'''
					lowerCAmelCase_      							=			tokenizer.encode(UpperCAmelCase   )
					lowerCAmelCase_      							=			tokenizer.decode(UpperCAmelCase   )
					self.assertEqual(UpperCAmelCase      ,	UpperCAmelCase   )







				@slow
				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			self.tokenizer_class.from_pretrained('''Tanrei/GPTSAN-japanese'''   )

					# Testing tokenization
					lowerCAmelCase_      							=			'''こんにちは、世界。'''
					lowerCAmelCase_      							=			'''こんばんは、㔺界。😀'''
					lowerCAmelCase_      							=			'''こんにちは、世界。こんばんは、世界。😀'''
					lowerCAmelCase_      							=			tokenizer.encode(prefix_text + input_text   )
					lowerCAmelCase_      							=			tokenizer.encode(''''''      ,	prefix_text=prefix_text + input_text   )
					lowerCAmelCase_      							=			tokenizer.encode(UpperCAmelCase      ,	prefix_text=UpperCAmelCase   )
					lowerCAmelCase_      							=			tokenizer.decode(UpperCAmelCase   )
					lowerCAmelCase_      							=			tokenizer.decode(UpperCAmelCase   )
					lowerCAmelCase_      							=			tokenizer.decode(UpperCAmelCase   )
					self.assertEqual(UpperCAmelCase      ,	UpperCAmelCase   )
					self.assertEqual(UpperCAmelCase      ,	UpperCAmelCase   )
					self.assertEqual(UpperCAmelCase      ,	UpperCAmelCase   )







				@slow
				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			self.tokenizer_class.from_pretrained('''Tanrei/GPTSAN-japanese'''   )

					# Testing tokenization
					lowerCAmelCase_      							=			'''こんにちは、世界。'''
					lowerCAmelCase_      							=			'''こんばんは、㔺界。😀'''

					lowerCAmelCase_      							=			len(tokenizer.encode(UpperCAmelCase   )   ) - 2
					lowerCAmelCase_      							=			len(tokenizer.encode(UpperCAmelCase   )   ) - 2

					lowerCAmelCase_      							=			[1] + [0] * (len_prefix + len_text + 1)
					lowerCAmelCase_      							=			[1] * (len_prefix + len_text + 1) + [0]
					lowerCAmelCase_      							=			[1] + [1] * (len_prefix) + [0] * (len_text + 1)

					lowerCAmelCase_      							=			tokenizer(prefix_text + input_text   ).token_type_ids
					lowerCAmelCase_      							=			tokenizer(''''''      ,	prefix_text=prefix_text + input_text   ).token_type_ids
					lowerCAmelCase_      							=			tokenizer(UpperCAmelCase      ,	prefix_text=UpperCAmelCase   ).token_type_ids
					self.assertListEqual(UpperCAmelCase      ,	UpperCAmelCase   )
					self.assertListEqual(UpperCAmelCase      ,	UpperCAmelCase   )
					self.assertListEqual(UpperCAmelCase      ,	UpperCAmelCase   )







				@slow
				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			self.tokenizer_class.from_pretrained('''Tanrei/GPTSAN-japanese'''   )

					lowerCAmelCase_      							=			tokenizer.encode('''あンいワ'''   )
					lowerCAmelCase_      							=			tokenizer.encode(''''''      ,	prefix_text='''あンいワ'''   )
					lowerCAmelCase_      							=			tokenizer.encode('''いワ'''      ,	prefix_text='''あン'''   )

					self.assertEqual(tokenizer.decode(UpperCAmelCase   )      ,	tokenizer.decode(UpperCAmelCase   )   )
					self.assertEqual(tokenizer.decode(UpperCAmelCase   )      ,	tokenizer.decode(UpperCAmelCase   )   )
					self.assertNotEqual(UpperCAmelCase      ,	UpperCAmelCase   )
					self.assertNotEqual(UpperCAmelCase      ,	UpperCAmelCase   )
					self.assertEqual(x_token_a[1]      ,	x_token_a[-1]   )  # SEG token
					self.assertEqual(x_token_a[1]      ,	x_token_a[3]   )  # SEG token







				@slow
				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			self.tokenizer_class.from_pretrained('''Tanrei/GPTSAN-japanese'''   )

					lowerCAmelCase_      							=			[['''武田信玄''', '''は、'''], ['''織田信長''', '''の配下の、''']]
					lowerCAmelCase_      							=			tokenizer(UpperCAmelCase      ,	padding=UpperCAmelCase   )
					lowerCAmelCase_      							=			tokenizer.batch_encode_plus(UpperCAmelCase      ,	padding=UpperCAmelCase   )

					# fmt: off
					lowerCAmelCase_      							=			[[3_5993, 8640, 2_5948, 3_5998, 3_0647, 3_5675, 3_5999, 3_5999], [3_5993, 1_0382, 9868, 3_5998, 3_0646, 9459, 3_0646, 3_5675]]
					lowerCAmelCase_      							=			[[1, 1, 1, 0, 0, 0, 0, 0], [1, 1, 1, 0, 0, 0, 0, 0]]
					lowerCAmelCase_      							=			[[1, 1, 1, 1, 1, 1, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1]]
					# fmt: on
					self.assertListEqual(x_token.input_ids      ,	UpperCAmelCase   )
					self.assertListEqual(x_token.token_type_ids      ,	UpperCAmelCase   )
					self.assertListEqual(x_token.attention_mask      ,	UpperCAmelCase   )
					self.assertListEqual(x_token_a.input_ids      ,	UpperCAmelCase   )
					self.assertListEqual(x_token_a.token_type_ids      ,	UpperCAmelCase   )
					self.assertListEqual(x_token_a.attention_mask      ,	UpperCAmelCase   )







				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					pass







				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					pass